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RapidMiner vs SAP Analytics Cloud comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

RapidMiner
Ranking in Predictive Analytics
3rd
Average Rating
8.6
Number of Reviews
22
Ranking in other categories
Data Science Platforms (6th)
SAP Analytics Cloud
Ranking in Predictive Analytics
2nd
Average Rating
8.0
Reviews Sentiment
7.4
Number of Reviews
69
Ranking in other categories
BI (Business Intelligence) Tools (4th)
 

Mindshare comparison

As of November 2024, in the Predictive Analytics category, the mindshare of RapidMiner is 17.3%, down from 20.7% compared to the previous year. The mindshare of SAP Analytics Cloud is 15.2%, up from 9.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics
 

Featured Reviews

Rathnam Makam - PeerSpot reviewer
A no-code tool that helps to build machine learning models
One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users. I haven't explored the tool's latest version, so I'm unaware of the current features. However, I think it would be beneficial if they could enhance capabilities related to deep neural networks, provide better support for generating UI, and allow for importing and utilizing large language models.
RamasamyTelungupalayam - PeerSpot reviewer
Seamless integration, collaborative features, and enhances data exploration
There are several areas for improvement in SAP Analytics Cloud. Firstly, features available in SAP Lumira are missing in SAP Analytics Cloud. Secondly, the predictive analytics functions, although promising, are currently only suitable for Proof of Concepts (POCs) and not for industrial-scale use. Lastly, the pricing model for the planning functionality is quite high and presents an entry barrier.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The solution is very intuitive and powerful."
"RapidMiner is very easy to use."
"We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. RapidMiner is competitive in the ML space."
"The best part of RapidMiner is efficiency."
"I like not having to write all solutions from code. Being able to drag and drop controls, enables me to focus on building the best model, without needing to search for syntax errors or extra libraries."
"I've been using a lot of components from the Strategic Extension and Python Extension."
"It's helpful if you want to make informed decisions using data. We can take the information, tease out the attributes, and label everything. It's suitable for profiling and forecasting in any industry."
"What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool."
"I like the connectivity the solution provides with other products."
"The features that are most valuable in SAP Analytics Cloud are the planning feature and the predictive analytics feature, though the planning feature needs to be more efficient."
"What my customers like best about SAP Analytics Cloud is the dashboard because it's pretty good."
"The product's native integration with SAP ERP systems is particularly valuable."
"The most valuable features of SAP Analytics Cloud are its native integration with SAP data and the ability to leverage SAP artifacts."
"It is a comprehensive BI solution that provides reporting, planning, and predictive analytics in one solution. You don't have to buy three different products. It is very flexible. It can be implemented very quickly. It has a lot of out-of-the-box scenarios that you can use for quick deployment."
"It's many features make it the best in the market."
"I would recommend this solution for companies that are SAP dependent with users working in this environment."
 

Cons

"In the Mexican or Latin American market, it's kind of pricey."
"It would be helpful to have some tutorials on communicating with Python."
"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."
"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."
"I would like to see all users have access to all of the deep learning models, and that they can be used easily."
"The price of this solution should be improved."
"If they could include video tutorials, people would find that quite helpful."
"I would appreciate improvements in automation and customization options to further streamline processes."
"It's lacking a bit in maturity and we find we can't run our business off it until it's improved."
"The budget management could be better."
"Connection and integration with other applications have a lot of restrictions at the moment."
"All the features are there, maybe except for the one-gauge visualization."
"SAP Analytics Cloud should improve the dashboard."
"I would also like to have more advanced features for predictive analytics."
"SAP Analytics cloud needs better exporting options."
"It is very expensive."
 

Pricing and Cost Advice

"Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."
"For the university, the cost of the solution is free for the students and teachers."
"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."
"I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment."
"I used an educational license for this solution, which is available free of charge."
"Its licensing is on a monthly basis."
"The pricing is based on an annual license and is rated a four out of ten."
"SAP Analytics Cloud can be quite expensive."
"The price is competitive. There is a power user license and normal user license, but the normal user license is reasonable."
"Compute and storage features should be sold separately."
"I don't have the exact price for SAP Analytics Cloud, but it could be improved and made cheaper, especially when compared to Power BI."
"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."
"SAP pricing tends to be premium, so it is slightly higher."
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Top Industries

By visitors reading reviews
University
11%
Computer Software Company
11%
Educational Organization
10%
Financial Services Firm
10%
Educational Organization
24%
Manufacturing Company
13%
Computer Software Company
9%
Financial Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about RapidMiner?
RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the dat...
What is your experience regarding pricing and costs for RapidMiner?
I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment.
What needs improvement with RapidMiner?
The product must provide data-cleaning features. I could not use RapidMiner for data cleaning in one of my projects and had to use Python instead.
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...
What do you like most about SAP Analytics Cloud?
In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.
What is your experience regarding pricing and costs for SAP Analytics Cloud?
The pricing model for SAP Analytics Cloud is quite competitive, but the cost for the planning functionality is high and can be a barrier to entry. The overall cost can be managed with better billin...
 

Also Known As

No data available
SAP BusinessObjects Cloud
 

Learn More

 

Overview

 

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen
Live Oak Bank
Find out what your peers are saying about RapidMiner vs. SAP Analytics Cloud and other solutions. Updated: October 2024.
816,636 professionals have used our research since 2012.